Top-10 returns from the word2vec algorithm when asked the word analogy query “woman is to doctor what man is to X”.
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posted on 2025-01-08, 19:17 authored by Maximin Lange, Alexandros Koliousis, Feras Fayez, Eoin Gogarty, Ricardo TwumasiTop-10 returns from the word2vec algorithm when asked the word analogy query “woman is to doctor what man is to X”.
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consequent inequalities relatedmental health disordersjob hunting mustglove embedding algorithmsmental health biasphysical health conditionsexamined occupational biasdepression less healthysimilarly healthypsychiatric disordersjob searchinghence occupationalalgorithms appearstudy designpsychiatric diagnosespotential misrepresentationsmodels usedless employableinvestigated word2vecgraphical representationdtp ).data collectioncosine similaritiescertain characteristicsanalogy questions
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